IdioBook is an AI-assisted financial research platform that provides institutional-grade analysis for serious investors. The system utilizes AI agents to continuously scan SEC filings and earnings transcripts, extracting structured evidence and calculating likelihood ratios to identify material market signals. These automated insights are calibrated and validated by experienced human investors to deliver actionable research reports rather than raw data.

LLM mention score The LLM mention score is the total number of mentions of this brand in different LLM chatbots, normalized to the scale from 0 to 100. You can get actual, non-normalized numbers via the LLM Mention API from DataForSEO.

Normalized 0–100 · last 8 weeks

DataForSEO API

Get LLM mention data of any company via DataForSEO API

Get access to the structured data on keyword, brand, and website mentions in LLMs, including metrics like AI search volume, impressions, and mentions count. 

How to get LLM mention data →
// Fetch IdioBook mentions
POST v3/ai_optimization/llm_mentions/search/live
[
    {
        "target": [
            {
                "keyword": "IdioBook",
                "search_scope": ["any"]
            }
        ],
        "platform": "chat_gpt",
        "order_by" : ["ai_search_volume,desc"]
    }
]